most citedExpression might be enough: representing pressure and demand for reinforcement learning based traffic signal control

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cs.LG2025

CFLight: Enhancing Safety with Traffic Signal Control through Counterfactual Learning

Mingyuan Li, Chunyu Liu, Zhuojun Li +5

Traffic accidents result in millions of injuries and fatalities globally, with a significant number occurring at intersections each year. Traffic Signal Control (TSC) is an effecti…